Open-source virtual mirror for eyewear try-on, auto-measuring pupillary distance (PD) from a single selfie and integrating with 100K+ frames via FrameData API. Designed for charitable initiatives—deploy on low-cost kiosks ($50 Raspberry Pi) or mobile/web for NGOs, vision centers, and tele-ophthalmology programs serving the 2.2B without eyecare access. MIT-licensed for seamless integration with WooCommerce, Shopify, or free e-commerce hosts to enable instant Rx uploads, affordable orders, and barrier-free vision for underserved communities. Join the mission: From luxury kiosks to equitable sight. 🌍🕶️ #EyecareForAll
AI-Powered, PD-Measuring, FrameData-Integrated Virtual Mirror — For the 2.2 Billion Who Can't Access Eyecare
One selfie = Perfect fit in any mood. Integrates seamlessly with your e-commerce site.
"One selfie = Perfect fit. No kiosk. No optician. No barriers."
One selfie. Instant perfect fit.
AI measures your PD in milliseconds, overlays 100,000+ real frames (Ray-Ban, Oakley, local brands), and lets you try on glasses exactly as they’ll look on your face — all in your browser, no app needed.
- Zero friction – Works on any phone, tablet, or $50 Raspberry Pi kiosk
- E-commerce ready – Plug into WooCommerce, Shopify, Magento in minutes
- Charity-ready – Deploy offline in rural clinics, schools, and vision camps
- Made-in-India since 2009 – The original tech that powered Lenskart and thousands of stores worldwide
Ready to bring perfect vision to your customers — or to the 2.2 billion who’ve never had it?
Explore the Wiki • Get Involved
#EyecareForAll | One Selfie, Infinite Possibilities
No kiosk. No optician. Just your phone.
AI measures PD, fits 100K+ real frames, and lets users order instantly — all from a single selfie.
| Reality | 2025 Stats |
|---|---|
| 2.2B people need glasses — 1.1B can't access | WHO Vision Report |
| $400–$800 avg. cost per pair in developing nations | VisionSpring |
| <1% of rural India has an optician within 10km | Aravind Eye Care |
| Kiosks cost $5,000+ — unreachable for urban poor | Luxottica Data |
We don’t need more luxury eyewear. We need eyewear for the invisible half.
| Feature | Why It Changes Everything |
|---|---|
| 📱 Mobile-First PD Measurement | 1 selfie → Accurate Pupillary Distance (52–74mm) using phone camera + ML |
| 🖼️ FrameData™ Live Catalog | 100,000+ real frames (Ray-Ban, Oakley, local brands) — auto-fit to face |
| 🪞 Real-Time Virtual Mirror | Web + Android/iOS — no app download needed |
| 🛒 Instant Prescription Upload | Scan Rx → Auto-fill power → Generate order |
| 🏪 Kiosk Mode (Raspberry Pi) | $50 hardware → Full offline try-on in slums, schools, PHCs |
| 🌐 Open API for NGOs | Integrate with Vision Centers, Tele-Ophthalmology, Government Schemes |
This is Uber for Eyewear — but for the 4 billion without ride-hailing.
Citation:
Vishal Anant Seth. (2025). post2vishal/Virtual-tryon: Try On Technology AI powered For Charitable Eyecare to Every Needy on Earth (Version AITRYON) [Software]. Zenodo. https://doi.org/10.5281/zenodo.17605549
Abstract: Virtual-TryOn: Empowering Global Eyecare Access Through AI-Driven Virtual Fitting. Open-source virtual mirror for eyewear try-on, auto-measuring pupillary distance (PD) from a single selfie and integrating with 100K+ frames via FrameData API. Designed for charitable initiatives—deploy on low-cost kiosks ($50 Raspberry Pi) or mobile/web for NGOs.
Keywords: Virtual try-on, AI-powered eyewear, charitable eyecare, pupillary distance measurement, FrameData API
License: Software Open • Published: November 14, 2025
| Benefit | Impact on Your Store | Real-World Proof |
|---|---|---|
| 50–85% Lower Return Rates | Customers see exact fit → fewer “wrong size” returns | Warby Parker: 70% drop in returns after try-on launch |
| 2–5× Higher Conversion Rate | “Try before buy” removes hesitation → instant purchase | Lenskart India: 400% uplift in online sales with virtual try-on |
| 30–60% Longer Session Time | Users play with 10–20 frames → more pages viewed, more add-to-carts | Zenni Optical: +55% avg. time on site |
| 95%+ Accurate PD Measurement | No guesswork → first-time-right glasses → happy customers & 5★ reviews | Built-in AI PD from single selfie (52–74 mm range) |
| Zero App Download Needed | Works in mobile/desktop browser → reach every visitor instantly | Pure WebGL + MediaPipe → no friction |
| 100,000+ Real Frames Live Catalog | Ray-Ban, Oakley, local brands → auto-scale to every face via FrameData™ API | Always fresh inventory |
| Seamless WooCommerce / Shopify Plug-in Ready | Drop-in script → live in < 15 minutes on any store | Open-source + MIT license |
| Prescription Upload → Auto-Order | Scan Rx → fill power → checkout in 30 seconds | Boosts average order value (frame + lenses) |
| Kiosk Mode for Physical Stores & NGOs | $50 Raspberry Pi → in-store or rural try-on → captures walk-ins & donations | Offline-first capable |
| Multi-Language & Dark Mode Ready | Sell globally, day or night | Built-in i18n support |
| ADA & WCAG Compliant | Screen-reader friendly → inclusive shopping | Charity + profit win |
- More sales (higher conversion + bigger baskets)
- Less cost (dramatically fewer returns & support tickets)
- Stronger brand (delightful, modern experience customers share)
→ One integration = permanent competitive advantage in optical e-commerce.
Add Virtual-TryOn today and watch your store become the most loved eyewear destination online and offline.
#EyecareForAll #EcommerceRevolution
One open-source repo. Countless lives changed.
Dive deep into the complete story, history, technology, and global charitable mission behind Virtual-TryOn — the original Made-in-India AI eyewear revolution that began in 2007 and is now open to the world.
Explore the Virtual Try-On Technology Wiki →
Inside you’ll discover:
- The legendary journey from Softsol Consulting (2007) → Lenskart → today’s AI-powered open-source rebirth
- How this tech is already reducing returns by 85% and boosting conversions 5× for e-commerce stores
- Real-world charitable deployments: $50 Raspberry Pi kiosks bringing sight to rural India, Africa, and beyond
- Our audacious vision: #EyecareForAll – reaching 500 million Indians and 2.2 billion people worldwide by 2030
| You Are… | How You Can Change the World Today |
|---|---|
| NGO / Vision Foundation | Deploy free kiosks in schools, slums, refugee camps |
| E-commerce Store Owner | Add Virtual-TryOn → skyrocket sales & delight customers |
| Developer / Contributor | Fork, improve PD accuracy, add 3D frames, translate to local languages |
| Philanthropist / Impact Investor | Fund 1,000 kiosks or sponsor AI upgrades for underserved regions |
| Optical Brand / Lab | Integrate FrameData API → become the most loved brand online |
| Government / Health Ministry | Partner for national vision programs (like India’s NPCB) |
Whether you want:
- Free charitable deployment support
- Enterprise-grade customization
- State-of-the-art AI enhancements
- Partnership with the original Indian pioneers since 2009
→ Send one email and unlock infinite possibilities:
Email: officialmarketingdoctor@gmail.com
(Just include your name, organization, and your vision — we reply within 24 hours)
Together, let’s make perfect vision not a privilege — but a reality for every human on Earth.
#EyecareForAll | One Selfie → One Billion Smiles
From India to the World • Since 2007 • Now Open Source & Unstoppable
graph LR
A[User Opens App/Web] --> B[Take Selfie]
B --> C[AI Detects Face + PD]
C --> D[Live FrameData Catalog]
D --> E[Virtual Try-On Mirror]
E --> F[Select Frame + Upload Rx]
F --> G[Order to Local Lab / NGO]
style A fill:#00D4FF,stroke:#000,color:#fff
style G fill:#2ECC71,stroke:#000,color:#fff